Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_first
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell examples and references are provided before Azure CLI, and prerequisite links and instructions (such as managed identity setup) reference Windows VM tutorials. The PowerShell module is highlighted and installed first, and troubleshooting steps reference Azure portal and Windows-centric patterns. There are no explicit Linux shell or cross-platform scripting examples, and the documentation assumes familiarity with PowerShell and Windows resource management tools.
Recommendations
  • Provide Bash and Linux shell scripting examples alongside PowerShell, especially for resource creation and management.
  • Reference Linux VM tutorials and managed identity setup guides, not just Windows VM instructions.
  • Clarify that Azure CLI commands work cross-platform and highlight usage on Linux/macOS where relevant.
  • Balance the order of examples: present Azure CLI before or alongside PowerShell, as CLI is more platform-neutral.
  • Add troubleshooting steps and notes relevant to Linux environments (e.g., file path formats, authentication issues).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-17 00:00 #53 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets